Conference on Computer Vision and Pattern Recognition (CVPR) is one of the top conferences in the field of computer science, as well as an interdisciplinary conference in multiple fields such as image processing, machine learning, and artificial intelligence.
Every year, there are a large number of paper submissions and academic exchange activities in CVPR, which cover several research directions including image processing, computer vision, pattern recognition, machine learning, deep learning, artificial intelligence, etc. It is one of the most influential and representative academic conferences in this field.
AMiner has categorised the papers accepted at CVPR2023 through AI technology. Today, we will share the top 10 most popular papers on the topic of Semantic Segmentation, out of a total of 72 papers.
We welcome you to download and save them for further reading!
- Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Authors：Feng Liang,Bichen Wu,Xiaoliang Dai,Kunpeng Li,Yinan Zhao,Hang Zhang,Peizhao Zhang,Peter Vajda,Diana Marculescu
Link：https://www.aminer.cn/pub/6344dede90e50fcafd24d0b0/?f=t
2.LaserMix for Semi-Supervised LiDAR Semantic Segmentation
Authors：Lingdong Kong,Jiawei Ren,Liang Pan,Ziwei Liu
Link：https://www.aminer.cn/pub/62c2a9595aee126c0fcf0a45/?f=t
3.Understanding Imbalanced Semantic Segmentation Through Neural Collapse
Authors：Zhisheng Zhong,Jiequan Cui,Yibo Yang,Xiaoyang Wu,Xiaojuan Qi,Xiangyu Zhang,Jiaya Jia
Link：https://www.aminer.cn/pub/63b63fd190e50fcafd8f584f/?f=t
4.Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision
Authors：Jilan Xu,Junlin Hou,Yuejie Zhang,Rui Feng,Yi Wang,Yu Qiao,Weidi Xie
Link：https://www.aminer.cn/pub/640559c290e50fcafddb3868/?f=t
5.Dynamic Focus-aware Positional Queries for Semantic Segmentation
Authors：Haoyu He,Jianfei Cai,Zizheng Pan,Jing Liu,Jing Zhang,Dacheng Tao,Bohan Zhuang
Link：https://www.aminer.cn/pub/624bb3a25aee126c0fea4e5a/?f=t
6.Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
Authors：Lihe Yang,Lei Qi,Litong Feng,Wayne Zhang,Yinghuan Shi
Link：https://www.aminer.cn/pub/6304456b90e50fcafd12fe39/?f=t
7.Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation
Authors：Zhen Zhao,Lihe Yang,Sifan Long,Jimin Pi,Luping Zhou,Jingdong Wang
Link：https://www.aminer.cn/pub/63969ba790e50fcafdcf1c76/?f=t
8.PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
Authors：Jiacong Xu,Zixiang Xiong,Shankar P. Bhattacharyya
Link：https://www.aminer.cn/pub/629ec1f85aee126c0fb6e78d/?f=t
9.Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning
Authors：Jishnu Mukhoti,Tsung-Yu Lin,Omid Poursaeed,Rui Wang,Ashish Shah,Philip H. S. Torr,Ser-Nam Lim
Link：https://www.aminer.cn/pub/63969ba790e50fcafdcf1cbd/?f=t
10.Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation
Authors：Zicheng Wang,Zhen Zhao,Xiaoxia Xing,Dong Xu,Xiangyu Kong,Luping Zhou
Link：https://www.aminer.cn/pub/640166a590e50fcafd68b4fb/?f=t